Research Topics of the CI Lab

Chaotic Dynamics of Coupled Oscillators

Data Mining Using Computational Intelligence Techniques

• Expert systems for testing, diagnostics, and medicine
• Fuzzy rule extraction resulting in linguistic descriptions of data relationships

Theory of Neural Networks

• Optimization of neural network architectures through perturbation methods, pruning techniques, and improved learning/scaling approaches
• Multivalued attractor-type associative memories

Neural Networks for Control, Identification, and Prediction

• Inverse neural modeling of dynamic plants
• Time series prediction
• Prediction of drug dosage levels using neurocomputing

Other Applications of Computational Intelligence Techniques

• Identification of semiconductor manufacturing processes
• Design centering and yield maximization in manufacturing

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